3.0.3

Releasing global version 3.0.3

3.0.2

What's Changed

• docs: add aws production install guide by @akastav in #400
• fix: problem with Letsencrypt certificate expire, more details in grpc/grpc#27532

Full Changelog: 3.0.1...3.0.2

3.0.1

What's Changed

• ci: create test-compose workflow by @rufusnufus in #395
• Fix/external models doc by @KineticCookie in #396
• ci: different docker versions, robot's token by @rufusnufus in #398

Full Changelog: 3.0.0...3.0.1

⚠️ Depreciation notations: this version has a problem with Letsencrypt certificate expire, more details in grpc/grpc#27532

3.0.0

What's Changed

• Add a slack badge to the README.md by @tidylobster in #335
• Updated docs: docs/quickstart/getting-started.md and docs/getting-started.md by @Roymprog in #336
• Manager cofiguration rework by @KineticCookie in #339
• Fix templates for auto-od and visuazliation by @tidylobster in #340
• Depconfig by @akastav in #342
• docs: add instructions for local developing by @Vixtir in #344
• Remove docker config by @KineticCookie in #341
• Remove config env variable by @KineticCookie in #347
• Change visualization entrypoints by @KineticCookie in #346
• Remove DEFAULT_RUNTIME from auto-od by @KineticCookie in #350
• Create GitHub actions pipeline for local releases by @BulbaWarrior in #351
• Feature/autolabeling by @akastav in #356
• Fix entrypoint arguments for rootcause by @KineticCookie in #359
• deploy: add args for separating visualizations services by @Vixtir in #380
• ci: refactor local-release and create global-release by @BulbaWarrior in #381
• build: postgres bump helm version by @akastav in #370
• build: registry bump helm version by @akastav in #376
• build: autood bump helm chart by @akastav in #377
• build: bump mongodb and helm version by @akastav in #373
• build: rootcause bump helm version by @akastav in #369
• build: sonar bump helm version by @akastav in #368
• build: gateway bump helm version by @akastav in #375
• build: visualisation bump helm version by @akastav in #372
• build: ui bump helm version by @akastav in #366
• build: stat bump helm version by @akastav in #367
• build: manager bump helm version by @akastav in #371
• build: bump minio and helm version by @akastav in #374
• build: bump alertmanager version and helm by @akastav in #365
• build: serving bump helm version by @akastav in #378
• autood: fix env variables by @KineticCookie in #385
• docs: update helm version in install sections and add retry params by @akastav in #388
• chore/docs tutorials by @KineticCookie in #392
• fix: remove not-OSS warnings by @KineticCookie in #393
• docs: fix readme main links by @Vixtir in #394
• docs: update screenshots for About Hydrosphere section by @Guzel738 in #389
• Fix: missing mongo envs by @rufusnufus in #391

New Contributors

• @Roymprog made their first contribution in #336
• @Vixtir made their first contribution in #344
• @BulbaWarrior made their first contribution in #351
• @Guzel738 made their first contribution in #389

Full Changelog: 2.4.3...3.0.0

2.4.3

Bug Fixes & Others

• Fix default values for helm chart and add option to deploy internal registry without ingress

2.4.2

Bug Fixes & Others

• Add option for enabling/disabling ingress resources in the helm charts
• Update documentation

2.4.1

Bug Fixes & Others

• Remove unused manifests from helm

2.4.0

Release 2.4.0

Breaking Changes 🚨

• hydrosdk methods named list_all renamed to list

Major Features and Improvements 🚀

• Released Deployment Configurations - support for specifying your k8s settings for models inside Applications.
• Introduced garbage collector for Metrics servables associated with Application without servables
• Monitoring Batch Size is now configurable
• Data Drift now makes a feature-wise analysis of interaction between inputs and outputs
• Data Visualization now plots a training density plot
• hydrosdk can now upload training data
• Python runtimes starting from 2.3.2 convert TensorProto into Numpy by default

Bug Fixes and Other Changes 🐞

• Improved Helm charts readability
• Improved Data Drift and Visualization UI
• Fixed bug when Gateway couldn't match shapes for signatures with -1 dimensions.

2.3.1

Bug Fixes & Others

• Fixed image and tag for docker-registry init container in the helm charts.
• Updated documentation for installing helm charts from source code.

2.3.0

Features

• Python Sagemaker Integration - use Hydrosphere to monitor your machine learning models deployed with Sagemaker. Check hydro-serving-integrations to learn more

• Python SDK introduces Predictors - object made for seamless conversion between your NumPy or Pandas data representation intro proto messages used by Hydrosphere. Sample code:

# Find application deployed at your Hydrosphere cluster
app = Application.find_by_name(cluster, "my-model")  
predictor = app.predictor()

# Inference your data without converting it to proto objects
df = pd.read_csv("path/to/data.csv")
for row in df.itertuples(index=False):
    predictor.predict(row._as_dict())

Bug Fixes & Other

• Fixed error when docker push failed silently Hydrospheredata/hydro-serving-manager#34

• hydrosdk model.read_yaml now does not ignore install_command, training-data and metadata fields

• Fixed UI bug due to which you could not return to the previous page

• Fixed bug when UI sometimes does not handle ModelUpdate event from SSE